{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[True, True, True, True, True, True]\n",
      "[False, True, False, True, True, False]\n",
      "[False, False, True, True, True, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, True, False, False, False, False]\n",
      "[False, False, True, False, True, False]\n",
      "[False, True, False, False, False, False]\n",
      "[False, False, False, False, True, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n",
      "[False, False, False, False, False, False]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[False, False, False, False, False, False]\n"
     ]
    }
   ],
   "source": [
    "plist=[ 2, 3, 5, 7, 13, 17, 19, 31, 61, 89, 107, 127, 521, 607, 1279, 2203, 2281, 3217, 4253, 4423, 9689, 9941, 11213,]\n",
    "for p in plist:\n",
    "    x=(2^p-1)*2^(p-1)\n",
    "    print(map(is_prime,[x-1,x+1,x*(x-1)-1,x*(x-1)+1,x*(x+1)-1,x*(x+1)+1]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "Graphics object consisting of 9 graphics primitives"
      ]
     },
     "execution_count": 1,
     "metadata": {
     },
     "output_type": "execute_result"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 64, 66, 76, 108]\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "Graphics object consisting of 188 graphics primitives"
      ]
     },
     "execution_count": 1,
     "metadata": {
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "g = DiGraph({1:[1,2,3]})\n",
    "g.plot().show()\n",
    "i=3\n",
    "while i<60:\n",
    "    i+=1\n",
    "    j=sigma(i,1)-i\n",
    "    g.add_edge(i,j)\n",
    "print(g.vertices())\n",
    "g.plot(layout='circular').show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
   ],
   "source": [
    "DiGraph?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 0,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
   ],
   "source": [
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "SageMath (stable)",
   "language": "sagemath",
   "metadata": {
    "cocalc": {
     "description": "Open-source mathematical software system",
     "priority": 10,
     "url": "https://www.sagemath.org/"
    }
   },
   "name": "sagemath"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.15"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}